Literature DB >> 3527556

Nonlinear analysis: mathematical theory and biological applications.

M Sakuranaga, S Sato, E Hida, K Naka.   

Abstract

Wiener's method of a nonlinear system analysis and its application to neurophysiology are surveyed. His theory is explained on the orthogonal functional series expansion of a nonlinear noise with respect to the Brownian motion whose formal derivative is understood as the white Gaussian noise. Then, efforts made for applying the method to practice are discussed. Special attention is paid on relationship between the internal structure of a given nonlinear system and its kernels of the functionals. This serves to explain a meaning of the kernels. Finally, following the works of one of the authors (K-I.N.) and his colleagues, the analysis of the catfish retinal neuron system is introduced as a typical and successful example of the applications in neurophysiology.

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Year:  1986        PMID: 3527556

Source DB:  PubMed          Journal:  Crit Rev Biomed Eng        ISSN: 0278-940X


  6 in total

Review 1.  The identification of nonlinear biological systems: Wiener kernel approaches.

Authors:  M J Korenberg; I W Hunter
Journal:  Ann Biomed Eng       Date:  1990       Impact factor: 3.934

2.  The identification of nonlinear biological systems: Volterra kernel approaches.

Authors:  M J Korenberg; I W Hunter
Journal:  Ann Biomed Eng       Date:  1996 Mar-Apr       Impact factor: 3.934

3.  White-noise analysis of nonlinear behavior in an insect sensory neuron: kernel and cascade approaches.

Authors:  M J Korenberg; A S French; S K Voo
Journal:  Biol Cybern       Date:  1988       Impact factor: 2.086

4.  Exact orthogonal kernel estimation from finite data records: extending Wiener's identification of nonlinear systems.

Authors:  M J Korenberg; S B Bruder; P J McIlroy
Journal:  Ann Biomed Eng       Date:  1988       Impact factor: 3.934

5.  Continuous functions determined by spike trains of a neuron subject to stimulation.

Authors:  F Awiszus
Journal:  Biol Cybern       Date:  1988       Impact factor: 2.086

6.  Dynamics of the ganglion cell response in the catfish and frog retinas.

Authors:  M Sakuranaga; Y Ando; K Naka
Journal:  J Gen Physiol       Date:  1987-08       Impact factor: 4.086

  6 in total

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